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Developing a machine learning based cotton yield estimation framework using multi-temporal UAS data

Akash Ashapure, Jinha Jung, Anjin Chang, Sungchan Oh, Junho Yeom, Murilo Maeda, Andrea Maeda, Nothabo Dube, Juan Landivar, Steve Hague, C. Wayne Smith

2020ISPRS Journal of Photogrammetry and Remote Sensing131 citationsDOI

Topics & Concepts

CanopyNormalized Difference Vegetation IndexSupport vector machineMathematicsRandom forestArtificial intelligenceStatisticsComputer scienceLeaf area indexGeographyEcologyArchaeologyBiologyRemote Sensing in AgricultureRemote Sensing and LiDAR ApplicationsSpecies Distribution and Climate Change
Developing a machine learning based cotton yield estimation framework using multi-temporal UAS data | Litcius